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ResearchFormerly WizWand

Image Classification on Permutation-invariant MNIST (SW)

98.2AccuracyALAE
88.330490.892793.45596.0173Apr 9, 2020
Updated 8mo ago

Evaluation results

MethodLinks
ALAEClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0498.2
ALAEClassifier=1NN, Feature Type=Long Features (lf)2020.0497.61
BIGANClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.59
LRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.56
AE(l2)Classifier=1NN, Feature Type=Short Features (sf)2020.0497.52
AE(l1)Classifier=1NN, Feature Type=Long Features (lf)2020.0497.43
AE(l2)Classifier=1NN, Feature Type=Long Features (lf)2020.0497.37
LRClassifier=1NN, Feature Type=Long Features (lf)2020.0497.28
AE(l1)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.27
AE(l2)Classifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.23
JLRClassifier=Linear SVM, Feature Type=Long Features (lf)2020.0497.19
AE(l1)Classifier=1NN, Feature Type=Short Features (sf)2020.0497.15
BIGANClassifier=1NN, Feature Type=Long Features (lf)2020.0497.14
JLRClassifier=1NN, Feature Type=Long Features (lf)2020.0497.02
BIGANClassifier=1NN, Feature Type=Short Features (sf)2020.0495.83
ALAEClassifier=1NN, Feature Type=Short Features (sf)2020.0493.79
ALAEClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0493.47
LRClassifier=1NN, Feature Type=Short Features (sf)2020.0492.79
JLRClassifier=1NN, Feature Type=Short Features (sf)2020.0492.54
BIGANClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0490.52
LRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0489.74
JLRClassifier=Linear SVM, Feature Type=Short Features (sf)2020.0489.23
AE(l2)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.0488.78
AE(l1)Classifier=Linear SVM, Feature Type=Short Features (sf)2020.0488.71